The photograph, grainy and indistinct, was clutched in Anya’s trembling hand. It was a picture of Liam, supposedly a lawyer, grinning on a tropical beach. He claimed it was a company retreat. She felt the bile rising in her throat. She had always imagined he was struggling, like her, in the cut-throat industry.

She felt betrayed. She had given him the support of a loyal friend, for years, listening to his complaints about demanding cases.

The walls of her tiny apartment seemed to close in on her.

She had to get out. She grabbed her coat, the fabric clinging to her like a second skin.

She walked, not knowing where she was going, the photograph a burning weight in her pocket. The air felt heavy, oppressive, as if it was holding her down.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

This story is one of 1,000 stories generated for the emotion resentful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 resentful stories, after denoising with neutral dialogue baselines, produces the resentful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resentful vector is projected through the unembedding matrix.

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210